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Collection of MATLAB scripts for working with probability objects called copulas. Contains support for HAC copulas.

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mscavnicky/copula-matlab

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copula-matlab

A library for working with copula probability objects in MATLAB. This library extends and encapsulates existing copula support in MATLAB, by adding support for:

  • d-dimensional Archimedean copulas
  • Hierarchical Archimedean copulas
  • Probabilistic copula classifier

Prerequisities

To use the copula-matlab package, one needs to have Statistics Toolbox and Symbolic Toolbox installed.

Examples

For examples on how to use the functions within the package please take a look example.m.

Packages

The following packages can be found within the project:

  • archim - implementation of functions working with d-dimensional Archimedean copulas. Supports Clayton, Gumbel and Frank families.
  • hac - implementaions of functions for working with HACs. Supports Clayton, Gumbel and Frank families
  • copula - contains integration of existing and newly implemented functions under a single interface

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Collection of MATLAB scripts for working with probability objects called copulas. Contains support for HAC copulas.

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